PATCH-IQ: A Patch Based Learning Framework For Blind Image Quality Assessment

• Main Authors: Abdul Manap, Redzuan, Ling, Shao, Frangi, Alejandro Federico
• Format: Article
• Language: English
• Published: Elsevier Inc. 2017
• Subjects: T Technology (General); TR Photography
• Online Access: http://eprints.utem.edu.my/id/eprint/20811/2/2017%20Elsevier%20INS%20-%20PATCH-IQ%20BIQA.pdf; http://eprints.utem.edu.my/id/eprint/20811/; https://www.sciencedirect.com/science/article/pii/S0020025517309179; http://dx.doi.org/10.1016/j.ins.2017.08.080

Most well-known blind image quality assessment (BIQA) models usually follow a two-stage framework whereby various types of features are first extracted and used as an input to a regressor. The regression algorithm is used to model human perceptual measures based on a training set of distorted images...